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Anton Voronov

2 accepted papers

2023

Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics

NeurIPS 2023poster

Text-to-image generation models represent the next step of evolution in image synthesis, offering a natural way to achieve flexible yet fine-grained control over the result. One emerging area of research is the fast adaptation of large text-to-image models to smaller datasets or new visual concepts.…

2021

Text Detoxification using Large Pre-trained Neural Models

EMNLP 2021main

We present two novel unsupervised methods for eliminating toxicity in text. Our first method combines two recent ideas: (1) guidance of the generation process with small style-conditional language models and (2) use of paraphrasing models to perform style transfer. We use a well-performing paraphras…